Artificial Intelligence Testing
Artificial Intelligence testing
Artificial Intelligence testing includes algorithms such as predictive analytics, clustering, time series or sentiment analytics for any business scenario. There are two parts to it :
Testing AI based applications
We have expertise in algorithmic validation of AI/ML and deep learning functionalities which can help test different banking and financial sector applications like Fixed Deposit amount, Recurring Deposit amount, Margins in Security Trading, etc. by creating various test suites. Also automating these test scenarios for making regression testing with ease and grace is an experience we do carry.
Use of AI in testing
Defect analytics
ApMoSys Sentiment Analyzer (ASeA) is Artificial Intelligence based sentiment analytics that categorise the overall sentiment (positive, negative, neutral) for better decision making.
Real-time dashboard and AI-based predictive analytics: Analytics driven workload modelling for defect prediction, code coverage, response time & scalability prediction.
Challenges in Artificial Intelligence Testing
Testing AI is not like traditional software QA. AI systems evolve with data and often behave unpredictably. Key challenges include lack of test oracles, data bias, continuous learning loops, complex systems and difficulty in reproducing results. At ApMoSys, we tackle these challenges with structured testing strategies and intelligent automation.
Our Tech Stack
We utilise cutting-edge tools and frameworks tailored for AI/ML validation:
TensorFlow Extended (TFX) for end-to-end ML pipelines
Apache Airflow for orchestration and automation
PyTest, Selenium, and custom Python frameworks for unit, integration, and UI testing
ASEaP – ApMoSys Sentiment Analyzer for AI-powered sentiment and text classification testing
Contact us
- +91 2241-222-250
- +91 2241-222-251
Get in touch
Reach us
- ApMoSys Technologies Pvt Ltd, B-505 & 506 Greenscape Technocity, Shilphata Mahape road, Next to Country Inn Hotel, Mahape, NaviMumbai, Maharashtra – 400710
- Office No. C315, 3RD FLOOR, Apeejay House, 39/12, Haddows Road, Nungambakkam, Chennai-600 006
- ApMoSys Technology FZ-LLC, B05-716A Business Center 04, RAKEZ Business Zone -FZ RAK, United Arab Emirates. PO BOX 10055.
- ApMoSys INC.3065, Ridgeway Drive UNIT 51, Mississauga ON L5L 5M6, Canada